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Advanced weather forecasting for Renewable Energy System applications: Multi-source observations to improve solar forecasting within the Smart4Res project

Nouri, Bijan and Hammer, Annette (2021) Advanced weather forecasting for Renewable Energy System applications: Multi-source observations to improve solar forecasting within the Smart4Res project. Smart4RES Webinar series #3.2 Data observation & assimilation, 29. April 2021, Online.

Full text not available from this repository.

Official URL: https://www.youtube.com/watch?v=aMo-32UX-0U

Abstract

A huge amount of observations (radiometers, ceilometers, sky images, satellites as well as solar plants) are used to derive solar nowcasts as well as the initial state of the atmosphere used by improved numerical weather models. The evolution of which is then predicted by NWP and LES. For solar power prediction, both observations from the ground and from satellite are used, mostly to identify clouds and predict the displacement over time and space as well as their impact on solar radiation. Smart4RES develops complementary methods to blend information from multiple source of data and to propose novel approaches towards a seamless view of RES forecasting at various temporal and spatial granularity levels. As an example, Smart4RES new approach to data assimilation combines the best of the observations with the best of the physical models to produce optimized temporal and spatial irradiance maps and forecasts. Such detail can be useful for the optimized operation of solar power plants and grids with significant solar power penetration.

Item URL in elib:https://elib.dlr.de/145742/
Document Type:Conference or Workshop Item (Speech)
Title:Advanced weather forecasting for Renewable Energy System applications: Multi-source observations to improve solar forecasting within the Smart4Res project
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Nouri, BijanBijan.Nouri (at) dlr.dehttps://orcid.org/0000-0002-9891-1974
Hammer, AnnetteAnnette.Hammer (at) dlr.deUNSPECIFIED
Date:29 April 2021
Refereed publication:No
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:solar nowcast, data assimilation, ASI, satellite, solar power prediction
Event Title:Smart4RES Webinar series #3.2 Data observation & assimilation
Event Location:Online
Event Type:Other
Event Dates:29. April 2021
Organizer:ISGAN
HGF - Research field:Energy
HGF - Program:Materials and Technologies for the Energy Transition
HGF - Program Themes:High-Temperature Thermal Technologies
DLR - Research area:Energy
DLR - Program:E SW - Solar and Wind Energy
DLR - Research theme (Project):E - Condition Monitoring
Location: Köln-Porz , Oldenburg
Institutes and Institutions:Institute of Solar Research > Qualification
Institute of Networked Energy Systems > Energy Systems Analysis, OL
Deposited By: Nouri, Bijan
Deposited On:13 Dec 2021 14:34
Last Modified:13 Dec 2021 14:34

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